Article

R&D tax credits for capital markets firms: What to know now

Capital market investments may qualify for R&D credit, but documentation is key

September 09, 2026
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Asset management Capital markets Cryptocurrency Federal tax Artificial intelligence Digital transformation Digital assets
Financial services Digital evolution Credits & incentives R&D tax credit

Executive summary

Innovation in capital markets is accelerating. Are you capturing available R&D tax incentives?

Capital markets firms increasingly invest in proprietary trading platforms, quantitative models, artificial intelligence, data analytics and other technologies that may involve qualified research activities. Those investments can create research and development (R&D) tax credit opportunities, but identifying eligible work and tying related costs to specific business components may be difficult when development spans technology, operations, compliance and other functions.

Section 174A, enacted in July 2025 under the One Big Beautiful Bill Act of 2025 (OBBBA), restored immediate expensing for domestic research expenditures beginning in 2025, while revised Form 6765 reporting will require many taxpayers to provide more detailed business component information for tax years after 2025. Increased IRS attention also places added weight on contemporaneous records, support for wage allocations and evidence of a process of experimentation.

A review of qualifying activities, costs and documentation can help capital markets firms identify potential R&D credits, prepare for revised reporting requirements and strengthen support for their tax positions before an examination occurs.


Overview: Capital markets investments may qualify as R&D activities

Historically, many capital markets firms did not view themselves as traditional R&D organizations. However, today's industry increasingly features proprietary technology, automation, data analytics, artificial intelligence, and quantitative modeling. Accordingly, firms investing in digital transformation, operational efficiency, risk management and competitive differentiation to support these activities may be incurring significant expenditures that could generate valuable R&D tax credits.

Because these activities are often led by technology, quantitative, operations, compliance, or business teams rather than traditional engineering functions, potential credit opportunities can be overlooked, leaving a meaningful source of tax savings and potential improved cash flow on the table.

Examples of activities that may warrant evaluation include: 

  • Development or enhancement of proprietary trading platforms 
  • Development of algorithms to reduce execution lag, improve liquidity sourcing or optimize trade routing across multiple exchanges 
  • Risk management and portfolio optimization models 
  • Artificial intelligence and machine learning applications to identify trading opportunities, automate compliance monitoring, detect fraud or enhance investor reporting 
  • Data analytics, aggregation and transformation platforms 
  • Regulatory technology (RegTech) solutions 
  • Customer-facing digital platforms and applications 
  • Cybersecurity and infrastructure modernization initiatives 
  • Market surveillance and compliance monitoring technologies 
  • Internal software development supporting investment operations and reporting 

Many of these initiatives involve technical uncertainty, iterative development, testing, modeling and experimentation—all of which may be indicators of qualified research activities for R&D credit purposes. However, because these efforts are frequently embedded across multiple functions and business units, qualifying activities and associated costs can be difficult to identify, quantify and document.

As IRS scrutiny and reporting requirements continue to increase, organizations should consider whether they have the processes and supporting documentation necessary to both maximize available incentives and defend their claims upon examination.

An overview of the shifting research credit landscape

Legislative, administrative and judicial developments are reshaping the R&D credit landscape. A review of these developments can help prepare you for what to expect when pursuing R&D credit claims.

Benefits of conducting R&D study with a tax advisor

As the IRS continues to refine its focus on R&D-related benefits, taxpayers should view these developments as an opportunity rather than a threat. Businesses that invest in proper documentation, thoughtful planning, and expert analysis will be positioned to take advantage of available incentives while minimizing risk. Whether your company has historically claimed the research credit or is evaluating eligibility for the first time, now is an ideal time to revisit your R&D strategy and determine whether a comprehensive R&D study could provide meaningful tax savings and long-term value.

Working with a tax advisor can help you develop a clearer understanding of which activities may qualify for R&D tax incentives, which costs can be supported and where documentation gaps may create risk.

For capital markets organizations, that may mean better visibility into eligible work across technology, quantitative research, operations, compliance, cybersecurity and digital transformation functions.

The practical benefits can include: 

  • More informed credit calculations 
  • Stronger support for revised Form 6765 reporting 
  • Improved examination readiness 
  • Greater confidence that tax positions align with the organization’s underlying innovation investments

A proactive approach can better position you to capture available incentives, reduce uncertainty, improve cash flow where credits are available and avoid relying on assumptions that may be difficult to defend later.

RSM contributors

  • Ashley Zega
    Partner
  • Brian Blacklaw
    Brian Blacklaw
    Partner
  • Danielle Bator
    Senior Manager
  • Aaron Gibson
    Senior Manager

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